Large Scale Parallel Simulations of 3-D Cell Colony Dynamics
- Speaker(s)
- Maciej Cytowski, Zuzanna Szymańska
- Affiliation
- ICM UW
- Date
- Jan. 22, 2014, 2:15 p.m.
- Room
- room 5840
- Seminar
- Seminar of Biomathematics and Game Theory Group
Biological processes are inherentlyvery complex and involve many unknown
relationships and mechanisms at different scales. Despite many efforts,
one still cannot explain all the observed phenomena and, if necessary,
make any desirable changes in the dynamics. Recently, it has become
apparent that the opportunity lies in complementing the traditional,
heuristic experimental approach with mathematical modelling and computer
simulations. Achieving a realistic simulation scale is still a huge
challenge, however it is necessary to understand and control complex
biological processes. In this paper we present a novel high performance
computational approach allowing simulations of 3D cell colony dynamics
in realistic, previously unavailable scale. Due to the high parallel
scalability we are able to simulate cell colonies composed of 109 cells, which allows for instance to describe tumor growth in its early clinical stage.